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• MambaOVSR: Multiscale Fusion with Global Motion Modeling for Chinese Opera Video Super-Resolution

  Hua Chang, Xin Xu, Wei Liu, Wei Wang, Xin Yuan, Kui Jiang

  2725-2733

  2026-03-14

• HMformer: Unleashing Transformer’s Potential for Time Series Forecasting via Hierarchical Multi-Scale Modeling

  Renjun Huang, Han Xiao, Bingqing Li, Baili Zhang, Jianhua Lyu

  22012-22020

  2026-03-14

• Data Poisoning Attacks against Autoregressive Models

  Scott Alfeld, Xiaojin Zhu, Paul Barford

  2016-02-21

• Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract)

  Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong

  16358-16359

  2024-07-15

• Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting

  Ziyu Zhou, Yiming Huang, Yanyun Wang, Yuankai Wu, James Kwok, Yuxuan Liang

  29115-29123

  2026-03-14

• Show, Interpret and Tell: Entity-Aware Contextualised Image Captioning in Wikipedia

  Khanh Nguyen, Ali Furkan Biten, Andres Mafla, Lluis Gomez, Dimosthenis Karatzas

  1940-1948

  2023-06-26

• Disentangle Nighttime Lens Flares: Self-supervised Generation-based Lens Flare Removal

  Yuwen He, Wei Wang, Wanyu Wu, Kui Jiang

  3464-3472

  2025-04-11

• Sparse-Scale Transformer with Bidirectional Awareness for Time Series Forecasting

  Ying Liu, Bo Liu, Sheng Huang, Gang Luo, Wenbo Hu, Meng Wang, Richang Hong

  23899-23907

  2026-03-14

• PriorRG: Prior-Guided Contrastive Pre-training and Coarse-to-Fine Decoding for Chest X-ray Report Generation

  Kang Liu, Zhuoqi Ma, Zikang Fang, Yunan Li, Kun Xie, Qiguang Miao

  7206-7214

  2026-03-14

• Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting

  Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu

  7522-7529

  2023-06-26

• MVFNet: Multi-View Fusion Network for Efficient Video Recognition

  Wenhao Wu, Dongliang He, Tianwei Lin, Fu Li, Chuang Gan, Errui Ding

  2943-2951

  2021-05-18

• PrimeNet: Pre-training for Irregular Multivariate Time Series

  Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

  7184-7192

  2023-06-26

• NHITS: Neural Hierarchical Interpolation for Time Series Forecasting

  Cristian Challu, Kin G. Olivares, Boris N. Oreshkin, Federico Garza Ramirez, Max Mergenthaler Canseco, Artur Dubrawski

  6989-6997

  2023-06-26

• Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts

  Aniruddha Adiga, Gursharn Kaur, Lijing Wang, Benjamin Hurt, Przemyslaw Porebski, Srinivasan Venkatramanan, Bryan Lewis, Madhav V. Marathe

  15647-15653

  2024-07-15

• Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data

  Souhaib Ben Taieb, Jiafan Yu, Mateus Barreto, Ram Rajagopal

  2017-02-12

• Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting

  Yuwei Fu, Di Wu, Benoit Boulet

  6639-6647

  2022-06-28

• SafeR-CLIP: Mitigating NSFW Content in Vision-Language Models While Preserving Pre-Trained Knowledge

  Adeel Yousaf, Joseph Fioresi, James Beetham, Amrit Singh Bedi, Mubarak Shah

  36012-36020

  2026-03-14

• Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting

  Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian

  8420-8428

  2021-05-18

• Are Transformers Effective for Time Series Forecasting?

  Ailing Zeng, Muxi Chen, Lei Zhang, Qiang Xu

  11121-11128

  2023-06-26

• GCF: Estimating Unobserved Demand Using Graph Causal Forecasting

  Sayantan Basu, Mohit Kumar, Sivaramakrishnan Kaveri

  28836-28842

  2025-04-11

• MulTiCast: A Multimodal Time Series Forecasting System

  Sehyuk Park, Caren Han, Hyunsuk Chung

  41655-41657

  2026-03-14

• Joint-Label Learning by Dual Augmentation for Time Series Classification

  Qianli Ma, Zhenjing Zheng, Jiawei Zheng, Sen Li, Wanqing Zhuang, Garrison W. Cottrell

  8847-8855

  2021-05-18

• TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts

  Yu-Hao Huang, Chang Xu, Yueying Wu, Wu-Jun Li, Jiang Bian

  17520-17527

  2025-04-11

• Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values

  Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Charu Aggarwal, Prasenjit Mitra, Suhang Wang

  5956-5963

  2020-04-03

• APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift

  Yujie Li, Zezhi Shao, Chengqing Yu, Yisong Fu, Tao Sun, Yongjun Xu, Fei Wang

  15180-15188

  2026-03-14